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Exam CT-AI Topic 11 Question 61 Discussion

Actual exam question for ISTQB's CT-AI exam
Question #: 61
Topic #: 11
Which of the following is a dataset issue that can be resolved using pre-processing?

Suggested Answer: D Vote an answer

The syllabus describes that data pre-processing includes cleaning (e.g., fixing or removing invalid data) and transforming data (e.g., changing data types such as numbers stored as strings).
"Transformation: The format of the given data is changed... converting categorical data into numerical data, changing image formats..." (Reference: ISTQB CT-AI Syllabus v1.0, Section 4.1.1, Page 34 of 99)

by Justin at Feb 09, 2026, 08:46 AM

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